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Non-parametric
tests included in version 3.0.
The sample size calculation can be performed when the plan is to use a non-parametric test
for testing a one-sided (superiority, non-inferiority), two-sided (difference),
or two one-sided (quivalence) hypothesis. For most of the tests, a power comparison can be made
assuming different underlying parametric distributions in Monte Carlo simulations.
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- Wilcoxon-Mann-Whitney
test
- Continuous
outcome
- Ordered
categories
- Nonparametric
Location test
- Normal
Scores test
- Kruskal-Wallis
test
- Jonckheere-Terpstra
test
- Friedman's
test
- Nonparametric
Scale test
- Siegel-Tukey
test
- Ansari-Bradley
test
- Klotz
test
- Mood's
test
- Conover
test
- Kolmogorov-Smirnov
two-sample test
- Savage
test
- Wilcoxon
signed-rank test
- Sign test
- Life
Table test (Mantel-Haenszel)
- Exponential
distribution
- Weibull
distribution
- Gamma
distribution
- Lognormal
distribution
- Piecewise
exponential distribution
- Log Rank
test
- Non-Parametric
Approach
- Proportional
Hazards (Schoenfeld)
- Proportional
Hazards (Freedman)
- Parametric
Approach
- Hazards
approach (Lachin-Foulkes)
- LOG(Hazards)
(George-Desu)
- LOG(Hazards)
(Rubenstein et.al.)
- Monte
Carlo Simulation
- Exponential
distribution
- Weibull
distribution
- Gamma
distribution
- Lognormal
distribution
- Piecewise
exponential distribution
- Non-inferiority
Log rank test
- Stratified
Log Rank test
- Non-Parametric
Approach
- Parametric
Approach
- LOG(Hazards)
(Lachin-Foulkes)
- LOG(Hazards)
(George-Desu)
- LOG(Hazards)
(Rubenstein et.al.)
- Monte
Carlo Simulation
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- Gehan-Wilcoxon
test
- Exponential
distribution
- Weibull
distribution
- Gamma
distribution
- Lognormal
distribution
- Piecewise
exponential distribution
- Cox-Mantel
test
- Exponential
distribution
- Weibull
distribution
- Gamma
distribution
- Lognormal
distribution
- Piecewise
exponential distribution
- Cox
F-test
- Exponential
distribution
- Weibull
distribution
- Gamma
distribution
- Lognormal
distribution
- Piecewise
exponential distribution
- Peto
and Peto's Generalised Wilcoxon test
- Exponential
distribution
- Weibull
distribution
- Gamma
distribution
- Lognormal
distribution
- Piecewise
exponential distribution
- Cox regression
- Continuous
covariate
- Binary
covariate
- Rank Correlation
test
- Spearman's
Rank Correlation rho
- Kendall's
Rank Correlation tau
- Reliability
test
- Intraclass
correlation
- Cronbach's
Alpha
- Intraclass
Kappa
- Cohen's
Kappa
- Dichotomous
Rating
- General
Rating
- Lin's
Concordance Coefficient
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